乌干达中部地区医护人员对HIV暴露前预防服务提供的观点数据集
乌干达中部80名医护人员对HIV PrEP服务观点的调查与访谈数据,用于评估培训效果。

基本信息
资源简介
乌干达中部地区医护人员对HIV暴露前预防服务提供的观点数据集
【一句话概览】
本数据集是 figshare 公开的多模态数据集,收录 1 个文件、合计 34.99 KB,主题涵盖 healthcare worker、PrEP training、HIV prevention、serodiscordant couples、Uganda,可用于跨模态对齐与融合建模研究,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Data_Sheet_1_Health Care Worker Perspectives of HIV Pre-exposure Prophylaxis Service Delivery in Central Uganda.csv》。配套论文《HIV Providers’ Perceived Barriers and Facilitators to Implementing Pre-exposure Prophylaxis in Care Settings: A Qualitative Study》发表于 AIDS and Behavior(2014),DOI:10.1007/s10461-014-0839-3。源站首次发布:2022-04-04。
【数据内容】
源站原始描述:BackgroundScale-up of HIV pre-exposure prophylaxis (PrEP) services in Uganda is ongoing. However, health care workers (HCWs) may not be aware of PrEP nor what offering this service entails. We explored the impact of standardized HCW training on the knowledge and perspectives of PrEP service delivery in Uganda. MethodsWe recruited HCWs from facilities that offered HIV-related services in Central Uganda. Using the Uganda Ministry of Health curriculum, we trained HCWs on PrEP services. We collected…
主表 Data_Sheet_1_Health Care Worker Perspectives of HIV Pre-exposure Prophylaxis Service Delivery in Central Uganda.csv 含 67 列、样本前 222 行结构完整。
【数据结构与技术规格】
文件数 1 个,合计 34.99 KB。Data_Sheet_1_Health Care Worker Perspectives of HIV Pre-exposure Prophylaxis Service Delivery in Central Uganda.csv:text/plain,34.99 KB。数据集 DOI:10.3389/fpubh.2022.658826.s001。
【主题与分类】
源站学科分类:Aboriginal and Torres Strait Islander Health、Aged Health Care、Care for Disabled、Community Child Health、Environmental and Occupational Health and Safety、Epidemiology。主题标签:healthcare worker、PrEP training、HIV prevention、serodiscordant couples、Uganda、sub-Saharan Africa。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。
【获取与许可】
源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Health_Care_Worker_Perspectives_of_HIV_Pre-exposure_Prophylaxis_Service_Delivery_in_Central_Uganda_csv/19502701
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Muwonge, Timothy R.; Nsubuga, Rogers; Ware, Norma C.; Wyatt, Monique A.; Pisarski, Emily; Kamusiime, Brenda; et al. (2022). Data_Sheet_1_Health Care Worker Perspectives of HIV Pre-exposure Prophylaxis Service Delivery in Central Uganda.csv. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-06-15,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Data_Sheet_1_Health Care Worker Perspectives of HIV Pre-exposure Prophylaxis Service Delivery in Central Uganda.csv
- DOI:10.3389/fpubh.2022.658826.s001
- 发布日期:2022-04-04
- 文件数:1 个
- 文件总体积:34.99 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Health_Care_Worker_Perspectives_of_HIV_Pre-exposure_Prophylaxis_Service_Delivery_in_Central_Uganda_csv/19502701
命令行下载
curl -L -o "Data_Sheet_1_Health Care Worker Perspectives of HIV Pre-exposure Prophylaxis Service Delivery in Central Uganda.csv" "https://ndownloader.figshare.com/files/34659808"
文件清单
Data_Sheet_1_Health Care Worker Perspectives of HIV Pre-exposure Prophylaxis Service Delivery in Central Uganda.csv(34.99 KB)
文件总体积 34.99 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
BackgroundScale-up of HIV pre-exposure prophylaxis (PrEP) services in Uganda is ongoing. However, health care workers (HCWs) may not be aware of PrEP nor what offering this service entails. We explored the impact of standardized HCW training on the knowledge and perspectives of PrEP service delivery in Uganda.
MethodsWe recruited HCWs from facilities that offered HIV-related services in Central Uganda. Using the Uganda Ministry of Health curriculum, we trained HCWs on PrEP services. We collected data about PrEP knowledge, preparedness, and willingness to deliver PrEP to multiple key populations before the training, immediately after the training, and >6 months later (exit). We additionally conducted 15 qualitative interviews after the exit survey. Quantitative data were analyzed by Fisher exact test, while qualitative interview data were analyzed inductively.
ResultsWe recruited 80 HCWs from 35 facilities in urban (N = 24, 30%), peri-urban (N = 30, 37%), and rural (N = 26, 33%) areas. Most HCWs were nurse counselors (N = 52, 65%) or medical/clinical officers (N = 15, 18%). Surveys indicated that awareness of PrEP increased after the training and remained high. Knowledge of PrEP (i.e., as an effective, short-term antiretroviral medication to use before HIV exposure for people at high risk) generally increased with training, but significant gaps remained, and knowledge decreased with time. Most HCWs recommended PrEP for female sex workers and HIV serodifferent couples, as well as other key populations. We observed increases in the number of HCW who felt their facility was prepared to cater for HIV prevention and provide PrEP, but this view was not universal. HCWs believed in PrEP effectiveness and embraced it as an additional HIV prevention method. Concerns included patient adherence and behavioral risk compensation. HCWs noted challenges in PrEP delivery in terms of inadequate clinic preparedness, infrastructure, staff capacity, and poor attitudes toward key populations by untrained health workers. They felt further training was needed to ensure a smooth scale-up of services without stigmatization.
ConclusionsStandardized training improved knowledge, willingness,
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fpubh.2022.658826.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Health_Care_Worker_Perspectives_of_HIV_Pre-exposure_Prophylaxis_Service_Delivery_in_Central_Uganda_csv/19502701)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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